{"id":"W1966915988","doi":"10.1053/smrv.2001.0233","title":"Driving simulators in clinical practice","year":2003,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Vigilance (psychology); Psychomotor learning; Motor vehicle crash; Psychomotor vigilance task; Crash; Poison control; Psychology; Computer science; Driving simulator; Injury prevention; Human factors and ergonomics; Simulation; Applied psychology; Physical medicine and rehabilitation; Aeronautics; Medical emergency; Cognitive psychology; Medicine; Sleep deprivation; Engineering; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855786,0.001294165,0.00248025,0.004468978,0.0003625477,0.001228013,0.00131889,0.002244691,0.008221003],"category_scores_gemma":[0.005824966,0.0004854822,0.0009434187,0.003029407,0.0005423351,0.001567329,0.001058382,0.001642878,0.002467117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007775445,"about_ca_system_score_gemma":0.002552121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002333128,"about_ca_topic_score_gemma":0.008195515,"domain_scores_codex":[0.9990935,0.0002514596,0.0002009719,0.0001288978,0.0002824536,0.00004274885],"domain_scores_gemma":[0.9969161,0.001849081,0.0004879692,0.00007582458,0.0004930436,0.0001780319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023265,0.0001204964,0.0003379988,0.02373607,0.000147578,0.0001146912,0.00004523733,0.0001599762,0.0002662046,0.0001923994,0.01739103,0.957386],"study_design_scores_gemma":[0.0005185486,0.00115841,0.01134917,0.07344734,0.002012065,0.003841754,0.0004226335,0.0004298818,0.0006061508,0.001303799,0.9048308,0.00007944889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001908683,0.9983546,0.0001080353,0.0002789496,0.0003791574,0.00001965295,0.00001684337,0.00001109027,0.0006408896],"genre_scores_gemma":[0.001826477,0.995915,0.0003952967,0.0005541304,0.0004612995,0.00003878005,0.00004125958,0.000002630362,0.000765054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008221003,"threshold_uncertainty_score":0.027502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1738911902401905,"score_gpt":0.5251188243433647,"score_spread":0.3512276341031741,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}